10.5880/GFZ.1.4.2022.001 eng dataset GFZ German Research Centre for Geosciences datapub@gfz-potsdam.de http://www.gfz-potsdam.de Helmholtz-Centre Potsdam - GFZ German Research Centre for Geosciences Helmholtz-Centre Potsdam - GFZ German Research Centre for Geosciences pointOfContact 2022-02-01 urn:ogc:def:crs:EPSG:4326 The Digital Earth Flood Event Explorer: A showcase for data analysis and exploration with scientific workflows 2022-02-01 revision doi:10.5880/GFZ.1.4.2022.001 Eggert, Daniel GFZ German Research Centre for Geosciences, Potsdam, Germany author Rabe, Daniela GFZ German Research Centre for Geosciences, Potsdam, Germany author Dransch, Doris GFZ German Research Centre for Geosciences, Potsdam, Germany author Lüdtke, Stefan GFZ German Research Centre for Geosciences, Potsdam, Germany author Nam, Christine Helmholtz-Zentrum hereon, Geesthacht, Germany author Nixdorf, Erik Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany author Wichert, Viktoria Helmholtz-Zentrum hereon, Geesthacht, Germany author Abraham, Nicola Helmholtz-Zentrum hereon, Geesthacht, Germany author Schröter, Kai GFZ German Research Centre for Geosciences, Potsdam, Germany author Merz, Bruno GFZ German Research Centre for Geosciences, Potsdam, Germany author GFZ Data Services publisher The Digital Earth Flood Event Explorer supports geoscientists and experts to analyse flood events along the process cascade event generation, evolution and impact across atmospheric, terrestrial, and marine disciplines. It applies the concept of scientific workflows and the component-based Data Analytics Software Framework (DASF, Eggert and Dransch, 2021) to an exemplary showcase. It aims at answering the following geoscientific questions: - How does precipitation change over the course of the 21st century under different climate scenarios over a certain region? - What are the main hydro-meteorological controls of a specific flood event? - What are useful indicators to assess socio-economic flood impacts? - How do flood events impact the marine environment? - What are the best monitoring sites for upcoming flood events? The Flood Event Explorer developed scientific workflows for each geoscientific question providing enhanced analysis methods from statistics, machine learning, and visual data exploration that are implemented in different languages and software environments, and that access data form a variety of distributed databases. The collaborating scientists are from different Helmholtz research centers and belong to different scientific fields such as hydrology, climate-, marine-, and environmental science, and computer- and data science. It is funded by the Initiative and Networking Fund of the Helmholtz Association through the Digital Earth project (https://www.digitalearth-hgf.de/). Eggert, Daniel GFZ German Research Centre for Geosciences daniel.eggert@gfz-potsdam.de https://www.gfz-potsdam.de/staff/daniel-eggert/? informtion pointOfContact Digital Earth Flood DASF Workflows EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > FLOODS EARTH SCIENCE SERVICES > DATA ANALYSIS AND VISUALIZATION NASA/GCMD Earth Science Keywords publication Apache License, Version 2.0; Copyright (C) 2022 Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences Apache License, Version 2.0; Copyright (C) 2022 Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences 10.5880/GFZ.1.4.2021.004 DOI References 10.5880/GFZ.1.4.2022.002 DOI Compiles 10.5880/GFZ.1.4.2022.003 DOI Compiles 10.5880/GFZ.1.4.2022.004 DOI Compiles 10.5880/GFZ.1.4.2022.005 DOI Compiles 10.5880/GFZ.1.4.2022.006 DOI Compiles https://www.digitalearth-hgf.de/ URL References eng geoscientificInformation http://doi.org/10.5880/GFZ.1.4.2022.001 WWW:LINK-1.0-http--link Data Access - DOI Data Access - DOI information